SOTAVerified

Legal Reasoning

Papers

Showing 26–50 of 92 papers

TitleStatusHype
Algorithmic Unfairness through the Lens of EU Non-Discrimination Law: Or Why the Law is not a Decision Tree—0
An Explicit Syllogistic Legal Reasoning Framework for Large Language Models—0
An Impact Model of AI on the Principles of Justice: Encompassing the Autonomous Levels of AI Legal Reasoning—0
Legal Judgment Prediction (LJP) Amid the Advent of Autonomous AI Legal Reasoning—0
Legal Prompting: Teaching a Language Model to Think Like a Lawyer—0
Legal Sentiment Analysis and Opinion Mining (LSAOM): Assimilating Advances in Autonomous AI Legal Reasoning—0
LEXam: Benchmarking Legal Reasoning on 340 Law Exams—0
Logical Lease Litigation: Prolog and LLMs for Rental Law Compliance in New York—0
Multidimensionality of Legal Singularity: Parametric Analysis and the Autonomous Levels of AI Legal Reasoning—0
New Algebraic Normative Theories for Ethical and Legal Reasoning in the LogiKEy Framework—0
Non-Determinism and the Lawlessness of Machine Learning Code—0
PARAMANU-AYN: Pretrain from scratch or Continual Pretraining of LLMs for Legal Domain Adaptation?—0
Proceedings First Workshop on Causal Reasoning for Embedded and safety-critical Systems Technologies—0
Robustness and Overcoming Brittleness of AI-Enabled Legal Micro-Directives: The Role of Autonomous Levels of AI Legal Reasoning—0
Searching for Legal Documents at Paragraph Level: Automating Label Generation and Use of an Extended Attention Mask for Boosting Neural Models of Semantic Similarity—0
SynLexLM: Scaling Legal LLMs with Synthetic Data and Curriculum Learning—0
The Next Era of American Law Amid the Advent of Autonomous AI Legal Reasoning—0
Towards Robust Legal Reasoning: Harnessing Logical LLMs in Law—0
Towards Supporting Legal Argumentation with NLP: Is More Data Really All You Need?—0
Turing Test and the Practice of Law: The Role of Autonomous Levels of AI Legal Reasoning—0
Using Argumentation Schemes to Model Legal Reasoning—0
Using LLMs to Discover Legal Factors—0
When Fairness Isn't Statistical: The Limits of Machine Learning in Evaluating Legal Reasoning—0
Aalap: AI Assistant for Legal & Paralegal Functions in India—0
Domaino1s: Guiding LLM Reasoning for Explainable Answers in High-Stakes Domains—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1GPT-4Balanced Accuracy82.9—Unverified
2GPT-3.5Balanced Accuracy60.9—Unverified
3Claude-1Balanced Accuracy58.1—Unverified
#ModelMetricClaimedVerifiedStatus
1GPT-4Balanced Accuracy59.2—Unverified